feat(aio): add tests, update model definitions (#1880)

2024-06-07 19:40:48 +00:00 · 2024-03-22 21:13:11 +01:00 · 2024-03-22 21:13:11 +01:00 · 4b1ee0c170
commit 4b1ee0c170
parent 3bec467a91
16 changed files with 461 additions and 40 deletions
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@ -110,6 +110,58 @@ jobs:
        uses: mxschmitt/action-tmate@v3
        timeout-minutes: 5

+  tests-aio-container:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Release space from worker
+        run: |
+          echo "Listing top largest packages"
+          pkgs=$(dpkg-query -Wf '${Installed-Size}\t${Package}\t${Status}\n' | awk '$NF == "installed"{print $1 "\t" $2}' | sort -nr)
+          head -n 30 <<< "${pkgs}"
+          echo
+          df -h
+          echo
+          sudo apt-get remove -y '^llvm-.*|^libllvm.*' || true
+          sudo apt-get remove --auto-remove android-sdk-platform-tools || true
+          sudo apt-get purge --auto-remove android-sdk-platform-tools || true
+          sudo rm -rf /usr/local/lib/android
+          sudo apt-get remove -y '^dotnet-.*|^aspnetcore-.*' || true
+          sudo rm -rf /usr/share/dotnet
+          sudo apt-get remove -y '^mono-.*' || true
+          sudo apt-get remove -y '^ghc-.*' || true
+          sudo apt-get remove -y '.*jdk.*|.*jre.*' || true
+          sudo apt-get remove -y 'php.*' || true
+          sudo apt-get remove -y hhvm powershell firefox monodoc-manual msbuild || true
+          sudo apt-get remove -y '^google-.*' || true
+          sudo apt-get remove -y azure-cli || true
+          sudo apt-get remove -y '^mongo.*-.*|^postgresql-.*|^mysql-.*|^mssql-.*' || true
+          sudo apt-get remove -y '^gfortran-.*' || true
+          sudo apt-get autoremove -y
+          sudo apt-get clean
+          echo
+          echo "Listing top largest packages"
+          pkgs=$(dpkg-query -Wf '${Installed-Size}\t${Package}\t${Status}\n' | awk '$NF == "installed"{print $1 "\t" $2}' | sort -nr)
+          head -n 30 <<< "${pkgs}"
+          echo
+          sudo rm -rfv build || true
+          df -h
+      - name: Clone
+        uses: actions/checkout@v4
+        with: 
+          submodules: true
+      - name: Build images
+        run: |
+          docker build --build-arg FFMPEG=true --build-arg IMAGE_TYPE=core -t local-ai:tests -f Dockerfile .
+          BASE_IMAGE=local-ai:tests DOCKER_AIO_IMAGE=local-ai-aio:test make docker-aio
+      - name: Test
+        run: |
+          LOCALAI_MODELS_DIR=$PWD/models LOCALAI_IMAGE_TAG=test LOCALAI_IMAGE=local-ai-aio \
+            make run-e2e-aio
+      - name: Setup tmate session if tests fail
+        if: ${{ failure() }}
+        uses: mxschmitt/action-tmate@v3
+        timeout-minutes: 5
+
  tests-apple:
    runs-on: macOS-14
    strategy:
--- a/4
+++ b/4
@ -353,6 +353,10 @@ run-e2e-image:
 	ls -liah $(abspath ./tests/e2e-fixtures)
 	docker run -p 5390:8080 -e MODELS_PATH=/models -e THREADS=1 -e DEBUG=true -d --rm -v $(TEST_DIR):/models --gpus all --name e2e-tests-$(RANDOM) localai-tests

+run-e2e-aio:
+	@echo 'Running e2e AIO tests'
+	$(GOCMD) run github.com/onsi/ginkgo/v2/ginkgo --flake-attempts 5 -v -r ./tests/e2e-aio
+
 test-e2e:
 	@echo 'Running e2e tests'
 	BUILD_TYPE=$(BUILD_TYPE) \
--- a/aio/cpu/speech-to-text.yaml
+++ b/aio/cpu/speech-to-text.yaml
@ -1,4 +1,4 @@
-name: whisper
+name: whisper-1
 backend: whisper
 parameters:
  model: ggml-whisper-base.bin
@ -10,7 +10,7 @@ usage: |
    ## Send the example audio file to the transcriptions endpoint
    curl http://localhost:8080/v1/audio/transcriptions \
         -H "Content-Type: multipart/form-data" \
-         -F file="@$PWD/gb1.ogg" -F model="whisper"
+         -F file="@$PWD/gb1.ogg" -F model="whisper-1"

 download_files:
 - filename: "ggml-whisper-base.bin"
--- a/aio/cpu/text-to-speech.yaml
+++ b/aio/cpu/text-to-speech.yaml
@ -1,4 +1,4 @@
-name: voice-en-us-amy-low
+name: tts-1
 download_files:
  - filename: voice-en-us-amy-low.tar.gz
    uri: https://github.com/rhasspy/piper/releases/download/v0.0.2/voice-en-us-amy-low.tar.gz
--- a/aio/cpu/text-to-text.yaml
+++ b/aio/cpu/text-to-text.yaml
@ -1,22 +1,25 @@
-name: gpt-3.5-turbo
-context_size: 2048
-f16: true
-gpu_layers: 90
+name: gpt-4
 mmap: true
-trimsuffix: 
- "\n"
 parameters:
-  model: huggingface://TheBloke/phi-2-GGUF/phi-2.Q8_0.gguf
+  model: huggingface://l3utterfly/phi-2-layla-v1-chatml-gguf/phi-2-layla-v1-chatml-Q8_0.gguf

 template:
-  chat: &template |-
-    Instruct: {{.Input}}
-    Output:
-  completion: *template
-
+  chat_message: |
+    <|im_start|>{{if eq .RoleName "assistant"}}assistant{{else if eq .RoleName "system"}}system{{else if eq .RoleName "user"}}user{{end}}
+    {{if .Content}}{{.Content}}{{end}}
+    <|im_end|>
+  chat: |
+    {{.Input}}
+    <|im_start|>assistant
+  completion: |
+    {{.Input}}
+context_size: 2048
+f16: true
+stopwords:
+- <|im_end|>
+- <dummy32000>
 usage: |
-      To use this model, interact with the API (in another terminal) with curl for instance:
      curl http://localhost:8080/v1/chat/completions -H "Content-Type: application/json" -d '{
-          "model": "phi-2",
+          "model": "phi-2-chat",
          "messages": [{"role": "user", "content": "How are you doing?", "temperature": 0.1}]
      }'
--- a/aio/cpu/vision.yaml
+++ b/aio/cpu/vision.yaml
@ -4,7 +4,7 @@ f16: true

 gpu_layers: 90
 mmap: true
-name: llava
+name: gpt-4-vision-preview

 roles:
  user: "USER:"
@ -36,5 +36,5 @@ download_files:

 usage: |
    curl http://localhost:8080/v1/chat/completions -H "Content-Type: application/json" -d '{
-        "model": "llava",
+        "model": "gpt-4-vision-preview",
        "messages": [{"role": "user", "content": [{"type":"text", "text": "What is in the image?"}, {"type": "image_url", "image_url": {"url": "https://upload.wikimedia.org/wikipedia/commons/thumb/d/dd/Gfp-wisconsin-madison-the-nature-boardwalk.jpg/2560px-Gfp-wisconsin-madison-the-nature-boardwalk.jpg" }}], "temperature": 0.9}]}'
--- a/aio/entrypoint.sh
+++ b/aio/entrypoint.sh
@ -88,8 +88,8 @@ function check_vars() {
 detect_gpu
 detect_gpu_size

-SIZE=${SIZE:-$GPU_SIZE} # default to cpu
-MODELS=${MODELS:-/aio/${SIZE}/embeddings.yaml,/aio/${SIZE}/text-to-speech.yaml,/aio/${SIZE}/image-gen.yaml,/aio/${SIZE}/text-to-text.yaml,/aio/${SIZE}/speech-to-text.yaml,/aio/${SIZE}/vision.yaml}
+SIZE="${SIZE:-$GPU_SIZE}" # default to cpu
+export MODELS="${MODELS:-/aio/${SIZE}/embeddings.yaml,/aio/${SIZE}/text-to-speech.yaml,/aio/${SIZE}/image-gen.yaml,/aio/${SIZE}/text-to-text.yaml,/aio/${SIZE}/speech-to-text.yaml,/aio/${SIZE}/vision.yaml}"

 check_vars

--- a/aio/gpu-8g/image-gen.yaml
+++ b/aio/gpu-8g/image-gen.yaml
@ -1,4 +1,4 @@
-name: dreamshaper
+name: stablediffusion
 parameters:
  model: huggingface://Lykon/DreamShaper/DreamShaper_8_pruned.safetensors
 backend: diffusers
--- a/aio/gpu-8g/speech-to-text.yaml
+++ b/aio/gpu-8g/speech-to-text.yaml
@ -1,4 +1,4 @@
-name: whisper
+name: whisper-1
 backend: whisper
 parameters:
  model: ggml-whisper-base.bin
@ -10,7 +10,7 @@ usage: |
    ## Send the example audio file to the transcriptions endpoint
    curl http://localhost:8080/v1/audio/transcriptions \
         -H "Content-Type: multipart/form-data" \
-         -F file="@$PWD/gb1.ogg" -F model="whisper"
+         -F file="@$PWD/gb1.ogg" -F model="whisper-1"

 download_files:
 - filename: "ggml-whisper-base.bin"
--- a/aio/gpu-8g/text-to-speech.yaml
+++ b/aio/gpu-8g/text-to-speech.yaml
@ -1,4 +1,4 @@
-name: voice-en-us-amy-low
+name: tts-1
 download_files:
  - filename: voice-en-us-amy-low.tar.gz
    uri: https://github.com/rhasspy/piper/releases/download/v0.0.2/voice-en-us-amy-low.tar.gz
@ -10,6 +10,6 @@ usage: |
    To test if this model works as expected, you can use the following curl command:

    curl http://localhost:8080/tts -H "Content-Type: application/json" -d '{
-      "model":"voice-en-us-amy-low",
+      "model":"tts-1",
      "input": "Hi, this is a test."
    }'
--- a/aio/gpu-8g/text-to-text.yaml
+++ b/aio/gpu-8g/text-to-text.yaml
@ -1,4 +1,4 @@
-name: gpt-3.5-turbo
+name: gpt-4
 mmap: true
 parameters:
  model: huggingface://NousResearch/Hermes-2-Pro-Mistral-7B-GGUF/Hermes-2-Pro-Mistral-7B.Q6_K.gguf
@ -46,6 +46,6 @@ stopwords:
 - <dummy32000>
 usage: |
      curl http://localhost:8080/v1/chat/completions -H "Content-Type: application/json" -d '{
-          "model": "hermes-2-pro-mistral",
+          "model": "gpt-4",
          "messages": [{"role": "user", "content": "How are you doing?", "temperature": 0.1}]
      }'
--- a/aio/gpu-8g/vision.yaml
+++ b/aio/gpu-8g/vision.yaml
@ -4,23 +4,20 @@ f16: true

 gpu_layers: 90
 mmap: true
-name: llava
+name: gpt-4-vision-preview

 roles:
  user: "USER:"
  assistant: "ASSISTANT:"
  system: "SYSTEM:"

-mmproj: bakllava-mmproj.gguf
+mmproj: llava-v1.6-7b-mmproj-f16.gguf
 parameters:
-  model: bakllava.gguf
+  model: llava-v1.6-mistral-7b.Q5_K_M.gguf
  temperature: 0.2
  top_k: 40
  top_p: 0.95
  seed: -1
-mirostat: 2
-mirostat_eta: 1.0
-mirostat_tau: 1.0

 template:
  chat: |
@ -29,12 +26,12 @@ template:
    ASSISTANT:

 download_files:
- filename: bakllava.gguf
-  uri: huggingface://mys/ggml_bakllava-1/ggml-model-q4_k.gguf
- filename: bakllava-mmproj.gguf
-  uri: huggingface://mys/ggml_bakllava-1/mmproj-model-f16.gguf
+- filename: llava-v1.6-mistral-7b.Q5_K_M.gguf
+  uri: huggingface://cjpais/llava-1.6-mistral-7b-gguf/llava-v1.6-mistral-7b.Q5_K_M.gguf
+- filename: llava-v1.6-7b-mmproj-f16.gguf
+  uri: huggingface://cjpais/llava-1.6-mistral-7b-gguf/mmproj-model-f16.gguf

 usage: |
    curl http://localhost:8080/v1/chat/completions -H "Content-Type: application/json" -d '{
-        "model": "llava",
+        "model": "gpt-4-vision-preview",
        "messages": [{"role": "user", "content": [{"type":"text", "text": "What is in the image?"}, {"type": "image_url", "image_url": {"url": "https://upload.wikimedia.org/wikipedia/commons/thumb/d/dd/Gfp-wisconsin-madison-the-nature-boardwalk.jpg/2560px-Gfp-wisconsin-madison-the-nature-boardwalk.jpg" }}], "temperature": 0.9}]}'
--- a/go.mod
+++ b/go.mod
@ -25,7 +25,7 @@ require (
 	github.com/phayes/freeport v0.0.0-20220201140144-74d24b5ae9f5
 	github.com/prometheus/client_golang v1.17.0
 	github.com/rs/zerolog v1.31.0
-	github.com/sashabaranov/go-openai v1.16.0
+	github.com/sashabaranov/go-openai v1.20.4
 	github.com/schollz/progressbar/v3 v3.13.1
 	github.com/stretchr/testify v1.8.4
 	github.com/tmc/langchaingo v0.0.0-20231019140956-c636b3da7701
@ -53,21 +53,32 @@ require (
 )

 require (
+	github.com/Azure/go-ansiterm v0.0.0-20170929234023-d6e3b3328b78 // indirect
 	github.com/Masterminds/goutils v1.1.1 // indirect
 	github.com/Masterminds/semver/v3 v3.2.0 // indirect
 	github.com/Masterminds/sprig/v3 v3.2.3 // indirect
+	github.com/Microsoft/go-winio v0.6.0 // indirect
+	github.com/Nvveen/Gotty v0.0.0-20120604004816-cd527374f1e5 // indirect
 	github.com/alecthomas/chroma v0.10.0 // indirect
 	github.com/aymanbagabas/go-osc52 v1.0.3 // indirect
 	github.com/aymerick/douceur v0.2.0 // indirect
 	github.com/beorn7/perks v1.0.1 // indirect
+	github.com/cenkalti/backoff/v4 v4.1.3 // indirect
 	github.com/cespare/xxhash/v2 v2.2.0 // indirect
 	github.com/charmbracelet/glamour v0.6.0 // indirect
+	github.com/containerd/continuity v0.3.0 // indirect
 	github.com/davecgh/go-spew v1.1.1 // indirect
 	github.com/dlclark/regexp2 v1.8.1 // indirect
+	github.com/docker/cli v20.10.17+incompatible // indirect
+	github.com/docker/docker v20.10.7+incompatible // indirect
+	github.com/docker/go-connections v0.4.0 // indirect
+	github.com/docker/go-units v0.4.0 // indirect
 	github.com/dsnet/compress v0.0.2-0.20210315054119-f66993602bf5 // indirect
 	github.com/go-logr/stdr v1.2.2 // indirect
+	github.com/gogo/protobuf v1.3.2 // indirect
 	github.com/golang/protobuf v1.5.3 // indirect
 	github.com/golang/snappy v0.0.2 // indirect
+	github.com/google/shlex v0.0.0-20191202100458-e7afc7fbc510 // indirect
 	github.com/gorilla/css v1.0.0 // indirect
 	github.com/huandu/xstrings v1.3.3 // indirect
 	github.com/klauspost/pgzip v1.2.5 // indirect
@ -76,26 +87,38 @@ require (
 	github.com/microcosm-cc/bluemonday v1.0.26 // indirect
 	github.com/mitchellh/colorstring v0.0.0-20190213212951-d06e56a500db // indirect
 	github.com/mitchellh/copystructure v1.0.0 // indirect
+	github.com/mitchellh/mapstructure v1.5.0 // indirect
 	github.com/mitchellh/reflectwalk v1.0.0 // indirect
+	github.com/moby/term v0.0.0-20201216013528-df9cb8a40635 // indirect
 	github.com/muesli/reflow v0.3.0 // indirect
 	github.com/muesli/termenv v0.13.0 // indirect
 	github.com/nwaples/rardecode v1.1.0 // indirect
 	github.com/olekukonko/tablewriter v0.0.5 // indirect
+	github.com/opencontainers/go-digest v1.0.0 // indirect
+	github.com/opencontainers/image-spec v1.0.2 // indirect
+	github.com/opencontainers/runc v1.1.5 // indirect
+	github.com/ory/dockertest/v3 v3.10.0 // indirect
 	github.com/pierrec/lz4/v4 v4.1.2 // indirect
+	github.com/pkg/errors v0.9.1 // indirect
 	github.com/pkoukk/tiktoken-go v0.1.2 // indirect
 	github.com/pmezard/go-difflib v1.0.0 // indirect
 	github.com/prometheus/client_model v0.4.1-0.20230718164431-9a2bf3000d16 // indirect
 	github.com/prometheus/common v0.44.0 // indirect
 	github.com/prometheus/procfs v0.11.1 // indirect
 	github.com/shopspring/decimal v1.2.0 // indirect
+	github.com/sirupsen/logrus v1.8.1 // indirect
 	github.com/spf13/cast v1.3.1 // indirect
 	github.com/ulikunitz/xz v0.5.9 // indirect
+	github.com/xeipuuv/gojsonpointer v0.0.0-20180127040702-4e3ac2762d5f // indirect
+	github.com/xeipuuv/gojsonreference v0.0.0-20180127040603-bd5ef7bd5415 // indirect
+	github.com/xeipuuv/gojsonschema v1.2.0 // indirect
 	github.com/xi2/xz v0.0.0-20171230120015-48954b6210f8 // indirect
 	github.com/yuin/goldmark v1.5.2 // indirect
 	github.com/yuin/goldmark-emoji v1.0.1 // indirect
 	go.opentelemetry.io/otel/sdk v1.19.0 // indirect
 	go.opentelemetry.io/otel/trace v1.19.0 // indirect
 	golang.org/x/crypto v0.14.0 // indirect
+	golang.org/x/mod v0.12.0 // indirect
 	golang.org/x/term v0.13.0 // indirect
 	google.golang.org/genproto/googleapis/rpc v0.0.0-20230822172742-b8732ec3820d // indirect
 	gopkg.in/fsnotify.v1 v1.4.7 // indirect
--- a/go.sum
+++ b/go.sum
@ -1,3 +1,6 @@
+github.com/Azure/go-ansiterm v0.0.0-20170929234023-d6e3b3328b78 h1:w+iIsaOQNcT7OZ575w+acHgRric5iCyQh+xv+KJ4HB8=
+github.com/Azure/go-ansiterm v0.0.0-20170929234023-d6e3b3328b78/go.mod h1:LmzpDX56iTiv29bbRTIsUNlaFfuhWRQBWjQdVyAevI8=
+github.com/BurntSushi/toml v0.3.1/go.mod h1:xHWCNGjB5oqiDr8zfno3MHue2Ht5sIBksp03qcyfWMU=
 github.com/M0Rf30/go-tiny-dream v0.0.0-20231128165230-772a9c0d9aaf h1:UgjXLcE9I+VaVz7uBIlzAnyZIXwiDlIiTWqCh159aUI=
 github.com/M0Rf30/go-tiny-dream v0.0.0-20231128165230-772a9c0d9aaf/go.mod h1:UOf2Mb/deUri5agct5OJ4SLWjhI+kZKbsUVUeRb24I0=
 github.com/Masterminds/goutils v1.1.1 h1:5nUrii3FMTL5diU80unEVvNevw1nH4+ZV4DSLVJLSYI=
@ -6,6 +9,10 @@ github.com/Masterminds/semver/v3 v3.2.0 h1:3MEsd0SM6jqZojhjLWWeBY+Kcjy9i6MQAeY7Y
 github.com/Masterminds/semver/v3 v3.2.0/go.mod h1:qvl/7zhW3nngYb5+80sSMF+FG2BjYrf8m9wsX0PNOMQ=
 github.com/Masterminds/sprig/v3 v3.2.3 h1:eL2fZNezLomi0uOLqjQoN6BfsDD+fyLtgbJMAj9n6YA=
 github.com/Masterminds/sprig/v3 v3.2.3/go.mod h1:rXcFaZ2zZbLRJv/xSysmlgIM1u11eBaRMhvYXJNkGuM=
+github.com/Microsoft/go-winio v0.6.0 h1:slsWYD/zyx7lCXoZVlvQrj0hPTM1HI4+v1sIda2yDvg=
+github.com/Microsoft/go-winio v0.6.0/go.mod h1:cTAf44im0RAYeL23bpB+fzCyDH2MJiz2BO69KH/soAE=
+github.com/Nvveen/Gotty v0.0.0-20120604004816-cd527374f1e5 h1:TngWCqHvy9oXAN6lEVMRuU21PR1EtLVZJmdB18Gu3Rw=
+github.com/Nvveen/Gotty v0.0.0-20120604004816-cd527374f1e5/go.mod h1:lmUJ/7eu/Q8D7ML55dXQrVaamCz2vxCfdQBasLZfHKk=
 github.com/alecthomas/chroma v0.10.0 h1:7XDcGkCQopCNKjZHfYrNLraA+M7e0fMiJ/Mfikbfjek=
 github.com/alecthomas/chroma v0.10.0/go.mod h1:jtJATyUxlIORhUOFNA9NZDWGAQ8wpxQQqNSB4rjA/1s=
 github.com/andybalholm/brotli v1.0.1/go.mod h1:loMXtMfwqflxFJPmdbJO0a3KNoPuLBgiu3qAvBg8x/Y=
@ -17,27 +24,47 @@ github.com/aymerick/douceur v0.2.0 h1:Mv+mAeH1Q+n9Fr+oyamOlAkUNPWPlA8PPGR0QAaYuP
 github.com/aymerick/douceur v0.2.0/go.mod h1:wlT5vV2O3h55X9m7iVYN0TBM0NH/MmbLnd30/FjWUq4=
 github.com/beorn7/perks v1.0.1 h1:VlbKKnNfV8bJzeqoa4cOKqO6bYr3WgKZxO8Z16+hsOM=
 github.com/beorn7/perks v1.0.1/go.mod h1:G2ZrVWU2WbWT9wwq4/hrbKbnv/1ERSJQ0ibhJ6rlkpw=
+github.com/cenkalti/backoff/v4 v4.1.3 h1:cFAlzYUlVYDysBEH2T5hyJZMh3+5+WCBvSnK6Q8UtC4=
+github.com/cenkalti/backoff/v4 v4.1.3/go.mod h1:scbssz8iZGpm3xbr14ovlUdkxfGXNInqkPWOWmG2CLw=
 github.com/cespare/xxhash/v2 v2.2.0 h1:DC2CZ1Ep5Y4k3ZQ899DldepgrayRUGE6BBZ/cd9Cj44=
 github.com/cespare/xxhash/v2 v2.2.0/go.mod h1:VGX0DQ3Q6kWi7AoAeZDth3/j3BFtOZR5XLFGgcrjCOs=
 github.com/charmbracelet/glamour v0.6.0 h1:wi8fse3Y7nfcabbbDuwolqTqMQPMnVPeZhDM273bISc=
 github.com/charmbracelet/glamour v0.6.0/go.mod h1:taqWV4swIMMbWALc0m7AfE9JkPSU8om2538k9ITBxOc=
+github.com/checkpoint-restore/go-criu/v5 v5.3.0/go.mod h1:E/eQpaFtUKGOOSEBZgmKAcn+zUUwWxqcaKZlF54wK8E=
 github.com/chzyer/logex v1.1.10/go.mod h1:+Ywpsq7O8HXn0nuIou7OrIPyXbp3wmkHB+jjWRnGsAI=
 github.com/chzyer/readline v0.0.0-20180603132655-2972be24d48e/go.mod h1:nSuG5e5PlCu98SY8svDHJxuZscDgtXS6KTTbou5AhLI=
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@ -66,8 +93,11 @@ github.com/go-task/slim-sprig v0.0.0-20210107165309-348f09dbbbc0/go.mod h1:fyg78
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@ -84,6 +114,7 @@ github.com/golang/snappy v0.0.2/go.mod h1:/XxbfmMg8lxefKM7IXC3fBNl/7bRcc72aCRzEW
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@ -91,6 +122,8 @@ github.com/google/go-cmp v0.6.0 h1:ofyhxvXcZhMsU5ulbFiLKl/XBFqE1GSq7atu8tAmTRI=
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@ -109,6 +142,8 @@ github.com/imdario/mergo v0.3.11/go.mod h1:jmQim1M+e3UYxmgPu/WyfjB3N3VflVyUjjjwH
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@ -116,8 +151,11 @@ github.com/klauspost/compress v1.16.7/go.mod h1:ntbaceVETuRiXiv4DpjP66DpAtAGkEQs
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@ -148,8 +186,14 @@ github.com/mitchellh/colorstring v0.0.0-20190213212951-d06e56a500db h1:62I3jR2Em
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@ -180,6 +224,16 @@ github.com/onsi/gomega v1.10.1/go.mod h1:iN09h71vgCQne3DLsj+A5owkum+a2tYe+TOCB1y
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@ -188,6 +242,8 @@ github.com/phayes/freeport v0.0.0-20220201140144-74d24b5ae9f5 h1:Ii+DKncOVM8Cu1H
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@ -211,12 +267,16 @@ github.com/rogpeppe/go-internal v1.11.0/go.mod h1:ddIwULY96R17DhadqLgMfk9H9tvdUz
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@ -226,8 +286,12 @@ github.com/shoenig/test v0.6.4 h1:kVTaSd7WLz5WZ2IaoM0RSzRsUD+m8wRR+5qvntpn4LU=
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@ -240,6 +304,7 @@ github.com/stretchr/testify v1.7.1/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/
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@ -251,6 +316,7 @@ github.com/tmc/langchaingo v0.0.0-20231019140956-c636b3da7701/go.mod h1:SiwyRS7s
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@ -259,10 +325,19 @@ github.com/valyala/fasthttp v1.50.0 h1:H7fweIlBm0rXLs2q0XbalvJ6r0CUPFWK3/bB4N13e
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@ -290,15 +365,19 @@ golang.org/x/crypto v0.0.0-20210921155107-089bfa567519/go.mod h1:GvvjBRRGRdwPK5y
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@ -309,23 +388,32 @@ golang.org/x/net v0.17.0/go.mod h1:NxSsAGuq816PNPmqtQdLE42eU2Fs7NoRIZrHJAlaCOE=
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@ -354,8 +442,11 @@ golang.org/x/text v0.4.0/go.mod h1:mrYo+phRRbMaCq/xk9113O4dZlRixOauAjOtrjsXDZ8=
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 golang.org/x/tools v0.12.0/go.mod h1:Sc0INKfu04TlqNoRA1hgpFZbhYXHPr4V5DzpSBTPqQM=
@ -375,6 +466,7 @@ google.golang.org/protobuf v1.21.0/go.mod h1:47Nbq4nVaFHyn7ilMalzfO3qCViNmqZ2kzi
 google.golang.org/protobuf v1.23.0/go.mod h1:EGpADcykh3NcUnDUJcl1+ZksZNG86OlYog2l/sGQquU=
 google.golang.org/protobuf v1.26.0-rc.1/go.mod h1:jlhhOSvTdKEhbULTjvd4ARK9grFBp09yW+WbY/TyQbw=
 google.golang.org/protobuf v1.26.0/go.mod h1:9q0QmTI4eRPtz6boOQmLYwt+qCgq0jsYwAQnmE0givc=
+google.golang.org/protobuf v1.27.1/go.mod h1:9q0QmTI4eRPtz6boOQmLYwt+qCgq0jsYwAQnmE0givc=
 google.golang.org/protobuf v1.31.0 h1:g0LDEJHgrBl9N9r17Ru3sqWhkIx2NB67okBHPwC7hs8=
 google.golang.org/protobuf v1.31.0/go.mod h1:HV8QOd/L58Z+nl8r43ehVNZIU/HEI6OcFqwMG9pJV4I=
 gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
@ -393,3 +485,4 @@ gopkg.in/yaml.v2 v2.4.0/go.mod h1:RDklbk79AGWmwhnvt/jBztapEOGDOx6ZbXqjP6csGnQ=
 gopkg.in/yaml.v3 v3.0.0-20200313102051-9f266ea9e77c/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
 gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA=
 gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
+gotest.tools/v3 v3.0.2/go.mod h1:3SzNCllyD9/Y+b5r9JIKQ474KzkZyqLqEfYqMsX94Bk=
--- a/tests/e2e-aio/e2e_suite_test.go
+++ b/tests/e2e-aio/e2e_suite_test.go
@ -0,0 +1,97 @@
+package e2e_test
+
+import (
+	"context"
+	"fmt"
+	"os"
+	"runtime"
+	"testing"
+
+	. "github.com/onsi/ginkgo/v2"
+	. "github.com/onsi/gomega"
+	"github.com/ory/dockertest/v3"
+	"github.com/ory/dockertest/v3/docker"
+	"github.com/sashabaranov/go-openai"
+)
+
+var pool *dockertest.Pool
+var resource *dockertest.Resource
+var client *openai.Client
+
+var containerImage = os.Getenv("LOCALAI_IMAGE")
+var containerImageTag = os.Getenv("LOCALAI_IMAGE_TAG")
+var modelsDir = os.Getenv("LOCALAI_MODELS_DIR")
+var apiPort = os.Getenv("LOCALAI_API_PORT")
+
+func TestLocalAI(t *testing.T) {
+	RegisterFailHandler(Fail)
+	RunSpecs(t, "LocalAI E2E test suite")
+}
+
+var _ = BeforeSuite(func() {
+
+	if containerImage == "" {
+		Fail("LOCALAI_IMAGE is not set")
+	}
+	if containerImageTag == "" {
+		Fail("LOCALAI_IMAGE_TAG is not set")
+	}
+	if apiPort == "" {
+		apiPort = "8080"
+	}
+
+	p, err := dockertest.NewPool("")
+	Expect(err).To(Not(HaveOccurred()))
+	Expect(p.Client.Ping()).To(Succeed())
+
+	pool = p
+
+	// get cwd
+	cwd, err := os.Getwd()
+	Expect(err).To(Not(HaveOccurred()))
+	md := cwd + "/models"
+
+	if modelsDir != "" {
+		md = modelsDir
+	}
+
+	proc := runtime.NumCPU()
+	options := &dockertest.RunOptions{
+		Repository: containerImage,
+		Tag:        containerImageTag,
+		//	Cmd:        []string{"server", "/data"},
+		PortBindings: map[docker.Port][]docker.PortBinding{
+			"8080/tcp": []docker.PortBinding{{HostPort: apiPort}},
+		},
+		Env:    []string{"MODELS_PATH=/models", "DEBUG=true", "THREADS=" + fmt.Sprint(proc)},
+		Mounts: []string{md + ":/models"},
+	}
+
+	r, err := pool.RunWithOptions(options)
+	Expect(err).To(Not(HaveOccurred()))
+
+	resource = r
+
+	defaultConfig := openai.DefaultConfig("")
+	defaultConfig.BaseURL = "http://localhost:" + apiPort + "/v1"
+
+	// Wait for API to be ready
+	client = openai.NewClientWithConfig(defaultConfig)
+
+	Eventually(func() error {
+		_, err := client.ListModels(context.TODO())
+		return err
+	}, "20m").ShouldNot(HaveOccurred())
+})
+
+var _ = AfterSuite(func() {
+	Expect(pool.Purge(resource)).To(Succeed())
+	//dat, err := os.ReadFile(resource.Container.LogPath)
+	//Expect(err).To(Not(HaveOccurred()))
+	//Expect(string(dat)).To(ContainSubstring("GRPC Service Ready"))
+	//fmt.Println(string(dat))
+})
+
+var _ = AfterEach(func() {
+	//Expect(dbClient.Clear()).To(Succeed())
+})
--- a/tests/e2e-aio/e2e_test.go
+++ b/tests/e2e-aio/e2e_test.go
@ -0,0 +1,152 @@
+package e2e_test
+
+import (
+	"context"
+	"fmt"
+	"io"
+	"net/http"
+	"os"
+
+	. "github.com/onsi/ginkgo/v2"
+	. "github.com/onsi/gomega"
+
+	"github.com/sashabaranov/go-openai"
+)
+
+var _ = Describe("E2E test", func() {
+	Context("Generating", func() {
+		BeforeEach(func() {
+			//
+		})
+
+		// Check that the GPU was used
+		AfterEach(func() {
+			//
+		})
+
+		Context("text", func() {
+			It("correctly", func() {
+				model := "gpt-4"
+				resp, err := client.CreateChatCompletion(context.TODO(),
+					openai.ChatCompletionRequest{
+						Model: model, Messages: []openai.ChatCompletionMessage{
+							{
+								Role:    "user",
+								Content: "How much is 2+2?",
+							},
+						}})
+				Expect(err).ToNot(HaveOccurred())
+				Expect(len(resp.Choices)).To(Equal(1), fmt.Sprint(resp))
+				Expect(resp.Choices[0].Message.Content).To(Or(ContainSubstring("4"), ContainSubstring("four")), fmt.Sprint(resp.Choices[0].Message.Content))
+			})
+		})
+		Context("images", func() {
+			It("correctly", func() {
+				resp, err := client.CreateImage(context.TODO(),
+					openai.ImageRequest{
+						Prompt: "test",
+						Size:   openai.CreateImageSize512x512,
+						//ResponseFormat: openai.CreateImageResponseFormatURL,
+					},
+				)
+				Expect(err).ToNot(HaveOccurred())
+				Expect(len(resp.Data)).To(Equal(1), fmt.Sprint(resp))
+				Expect(resp.Data[0].URL).To(ContainSubstring("http://localhost:8080"), fmt.Sprint(resp.Data[0].URL))
+			})
+		})
+		Context("embeddings", func() {
+			It("correctly", func() {
+				resp, err := client.CreateEmbeddings(context.TODO(),
+					openai.EmbeddingRequestStrings{
+						Input: []string{"doc"},
+						Model: openai.AdaEmbeddingV2,
+					},
+				)
+				Expect(err).ToNot(HaveOccurred())
+				Expect(len(resp.Data)).To(Equal(1), fmt.Sprint(resp))
+				Expect(resp.Data[0].Embedding).ToNot(BeEmpty())
+			})
+		})
+		Context("vision", func() {
+			It("correctly", func() {
+				model := "gpt-4-vision-preview"
+				resp, err := client.CreateChatCompletion(context.TODO(),
+					openai.ChatCompletionRequest{
+						Model: model, Messages: []openai.ChatCompletionMessage{
+							{
+
+								Role: "user",
+								MultiContent: []openai.ChatMessagePart{
+									{
+										Type: openai.ChatMessagePartTypeText,
+										Text: "What is in the image?",
+									},
+									{
+										Type: openai.ChatMessagePartTypeImageURL,
+										ImageURL: &openai.ChatMessageImageURL{
+											URL:    "https://upload.wikimedia.org/wikipedia/commons/thumb/d/dd/Gfp-wisconsin-madison-the-nature-boardwalk.jpg/2560px-Gfp-wisconsin-madison-the-nature-boardwalk.jpg",
+											Detail: openai.ImageURLDetailLow,
+										},
+									},
+								},
+							},
+						}})
+				Expect(err).ToNot(HaveOccurred())
+				Expect(len(resp.Choices)).To(Equal(1), fmt.Sprint(resp))
+				Expect(resp.Choices[0].Message.Content).To(Or(ContainSubstring("wooden"), ContainSubstring("grass")), fmt.Sprint(resp.Choices[0].Message.Content))
+			})
+		})
+		Context("text to audio", func() {
+			It("correctly", func() {
+				res, err := client.CreateSpeech(context.Background(), openai.CreateSpeechRequest{
+					Model: openai.TTSModel1,
+					Input: "Hello!",
+					Voice: openai.VoiceAlloy,
+				})
+				Expect(err).ToNot(HaveOccurred())
+				defer res.Close()
+
+				_, err = io.ReadAll(res)
+				Expect(err).ToNot(HaveOccurred())
+
+			})
+		})
+		Context("audio to text", func() {
+			It("correctly", func() {
+
+				downloadURL := "https://cdn.openai.com/whisper/draft-20220913a/micro-machines.wav"
+				file, err := downloadHttpFile(downloadURL)
+				Expect(err).ToNot(HaveOccurred())
+
+				req := openai.AudioRequest{
+					Model:    openai.Whisper1,
+					FilePath: file,
+				}
+				resp, err := client.CreateTranscription(context.Background(), req)
+				Expect(err).ToNot(HaveOccurred())
+				Expect(resp.Text).To(ContainSubstring("This is the"), fmt.Sprint(resp.Text))
+			})
+		})
+	})
+})
+
+func downloadHttpFile(url string) (string, error) {
+	resp, err := http.Get(url)
+	if err != nil {
+		return "", err
+	}
+	defer resp.Body.Close()
+
+	tmpfile, err := os.CreateTemp("", "example")
+	if err != nil {
+		return "", err
+	}
+	defer tmpfile.Close()
+
+	_, err = io.Copy(tmpfile, resp.Body)
+	if err != nil {
+		return "", err
+	}
+
+	return tmpfile.Name(), nil
+}